Compare tools
Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.
⇄ Comparison dimension — pick the market you're actually shopping in
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windward.ai
✓ verifiedPaid
Maritime intelligence platform fusing AIS, satellite, and dark-vessel signals for defense, trade, and compliance teams.
256K visits/mo
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AI or Not
✓ verifiedFreemium
AI or Not detects AI-generated and deepfake images, video, audio and text via API with a claimed 98.9% accuracy.
240K visits/mo2.9K saves
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supermemory™
✓ verifiedFreemium
Developer API that gives AI agents persistent memory, retrieval, and connectors, usable both as infrastructure and a personal app.
174K visits/mo
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HumanLayer
✓ verifiedFreemium
AI coding platform and IDE that orchestrates multiple agent sessions and lets teams plug in their own AI subscriptions.
197K visits/mo
Pricing
No public pricing
Free: $0 ($5 in credits, 1M words + 20 image checks)
Pro: $5/mo ($10 credits/mo)
Free: $0/mo (~$5/mo of usage included)
Pro: $19/mo (~$20/mo of usage, unlimited storage, 2 teammates)
Max: $100/mo (~$130/mo of usage, 6x Pro headroom)
Scale: $399/mo (~$600/mo of usage, up to 10 teammates)
No public pricing
No public pricing
Core features
- ✦Multi-source vessel tracking beyond AIS alone
- ✦Predictive, explainable maritime risk insights
- ✦Sanctions and IUU fishing screening
- ✦Container and cargo tracking
- ✦Smuggling and dark-activity detection
- ✦Entity management and document validation
- ✦Analyst-supported investigations and reporting
- ✦AI image, video, audio and text detection
- ✦Deepfake detection
- ✦Detection API with key included
- ✦Per-use credits across all modalities
- ✦Model-level breakdown of results
- ✦Enterprise/on-prem and reseller options
- ✦Persistent, structured memory built as a knowledge graph
- ✦Sub-300ms hybrid retrieval (RAG) with reranking
- ✦Native filesystem mount for agent memory access
- ✦Connectors to Slack, Notion, Drive, Gmail, GitHub, S3
- ✦Automatic extraction from PDFs, images, and audio
- ✦User profile and behavior tracking across sessions
- ✦AI coding IDE with agent orchestration
- ✦Run and manage multiple agent sessions
- ✦Task, artifact and collaboration tools
- ✦Bring-your-own AI subscription or API keys
- ✦Cloud-scale agent execution
- ✦Access to multiple AI models (ChatGPT, Claude, Gemini, Grok)
- ✦AI collaboration for complex problem-solving
- ✦Side-by-side response comparison
- ✦AI image generation
- ✦Character AI for specialized assistants
- ✦Enterprise-grade security
Use cases
- →Defense and intelligence agencies monitoring maritime chokepoints
- →Banks and insurers screening maritime sanctions risk
- →Commodity traders and shippers tracking vessel and port activity
- →Verify whether media is AI-generated
- →Screen content for deepfakes
- →Integrate AI detection into workflows via API
- →Developers adding long-term memory to AI agents
- →Teams building agents that need to sync with existing tools
- →Individuals wanting one memory layer shared across multiple AI assistants
- →Shipping code faster with AI agents
- →Coordinating agent work across a team
- →Managing tasks and artifacts in one place
- →Running many parallel agent sessions
- →Research and academia: Compare research summaries and verify facts.
- →Business decisions: Cross-validate market insights and compare financial projections.
- →Software development: Verify code correctness and compare implementation approaches.
- →Content creation: Fact-check across models and compare writing styles.
- →Financial analysis: Cross-validate market insights and compare risk assessments.
- →Digital marketing: Generate optimized ad copy and see diverse perspectives.
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